Nvidia Explains Why Your Custom AI Chip Will Fail

To keep the intelligence bubble inflating, Nvidia is arguing that hyperscalers building custom XPUs need a holistic approach rather than a patchwork of accelerators, leaning heavily on NVLink Fusion to command the economics of the modern AI factory.

• Tokens per watt and uptime are now the only metrics that actually matter in high-end data center accounting.
• Custom silicon from hyperscalers faces an uphill battle without deeply integrated interconnects like NVLink Fusion.
• Nvidia is framing the entire industry around its own ecosystem, ensuring standard accelerators look like obsolete toys.

Read the original: How XPUs Meet a World-Class AI Factory